Pandas Profiling Report

Dataset info

Number of variables	180
Number of observations	51739
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	71.1 MiB
Average record size in memory	1.4 KiB

Variables types

Numeric	41
Categorical	57
Boolean	71
Date	0
URL	0
Text (Unique)	0
Rejected	11
Unsupported	0

Warnings

`COMM_TKT_DT` has a high cardinality: 449 distinct values	Warning
`COMM_VINTAGE_SCORE` has 38587 (74.6%) zeros	Zeros
`DELIVERY_STATUS` is highly skewed (γ1 = 102.1243294)	Skewed
`DELIVERY_STATUS` has 39794 (76.9%) zeros	Zeros
`DUE_DATE_PAID` has a high cardinality: 456 distinct values	Warning
`DUE_DATE_SYS` has 40287 (77.9%) zeros	Zeros
`DUE_STS_SYS` is highly correlated with `DUE_DATE_SYS` (ρ = 0.9585905194)	Rejected
`DUE_VINTAGE_SCORE` has 40833 (78.9%) zeros	Zeros
`HELP_LINE_ACCOUNTVALUE/SURRENDERVALUE` is highly skewed (γ1 = 26.97999883)	Skewed
`HELP_LINE_ACCOUNTVALUE/SURRENDERVALUE` has 50853 (98.3%) zeros	Zeros
`HELP_LINE_BONUSINQUIRY` has 51428 (99.4%) zeros	Zeros
`HELP_LINE_DUEDATE/AMOUNT` has 49366 (95.4%) zeros	Zeros
`HELP_LINE_LOANENQUIRY` is highly skewed (γ1 = 39.97374162)	Skewed
`HELP_LINE_LOANENQUIRY` has 51597 (99.7%) zeros	Zeros
`HELP_LINE_OTHERS` has 49496 (95.7%) zeros	Zeros
`HELP_LINE_POLICYPACKDISPATCHSTATUS/CLARIFICATION` has 51388 (99.3%) zeros	Zeros
`HELP_LINE_POLICYSTATUS-ACTIVE/LAPSE` has 50342 (97.3%) zeros	Zeros
`HELP_LINE_POSREQUESTSTATUSREQUIRED` has 50977 (98.5%) zeros	Zeros
`HELP_LINE_PREMIUMPAYMENT/CHEQUERECEIVEDENQUIRY` has 50568 (97.7%) zeros	Zeros
`HELP_LINE_PROBABLESURRENDER` is highly skewed (γ1 = 22.69337676)	Skewed
`HELP_LINE_PROBABLESURRENDER` has 51481 (99.5%) zeros	Zeros
`HELP_LINE_STATUSOFTHEPROPOSAL` is highly skewed (γ1 = 31.94253099)	Skewed
`HELP_LINE_STATUSOFTHEPROPOSAL` has 51457 (99.5%) zeros	Zeros
`IVR_ACCOUNT_VALUE/_SURRENDER_VALUE` is highly skewed (γ1 = 62.98743417)	Skewed
`IVR_ACCOUNT_VALUE/_SURRENDER_VALUE` has 51603 (99.7%) zeros	Zeros
`IVR_OTHERS` has 51048 (98.7%) zeros	Zeros
`IVR_POLICY_STATUS_-_ACTIVE_/_LAPSE` is highly skewed (γ1 = 23.17915677)	Skewed
`IVR_POLICY_STATUS_-_ACTIVE_/_LAPSE` has 51082 (98.7%) zeros	Zeros
`IVR_PREMIUM_RECEIPT_REQUEST` is highly skewed (γ1 = 22.87083409)	Skewed
`IVR_PREMIUM_RECEIPT_REQUEST` has 51542 (99.6%) zeros	Zeros
`mapped_pol_id` has a high cardinality: 48127 distinct values	Warning
`MEGA_MEGA_OTHERS` is highly skewed (γ1 = 35.4290705)	Skewed
`MEGA_MEGA_OTHERS` has 51167 (98.9%) zeros	Zeros
`MON_BNC_CHQ_VINTAGE_SCORE` has 46838 (90.5%) zeros	Zeros
`MON_BOUNCE_COUNT` has 46655 (90.2%) zeros	Zeros
`MON_CLEARANCE_COUNT` is highly skewed (γ1 = 22.83197841)	Skewed
`MON_CLEARANCE_COUNT` has 40667 (78.6%) zeros	Zeros
`MON_CLR_CHQ_VINTAGE_SCORE` has 41055 (79.4%) zeros	Zeros
`MON_TKT_BOUNCE_DATE` has a high cardinality: 324 distinct values	Warning
`MON_TKT_CLEARNACE_DATE` has a high cardinality: 367 distinct values	Warning
`MY_MON_BNC_SYS` is highly correlated with `MON_BOUNCE_COUNT` (ρ = 0.948047586)	Rejected
`PLAN_FAMILY_04` is highly correlated with `PLAN_CAT_02` (ρ = 0.9697120372)	Rejected
`PLAN_TYPE_03` is highly correlated with `PLAN_CAT_01` (ρ = 1)	Rejected
`PLAN_TYPE_05` is highly correlated with `PLAN_FAMILY_07` (ρ = 0.9173916105)	Rejected
`PLAN_TYPE_07` is highly correlated with `PLAN_FAMILY_14` (ρ = 1)	Rejected
`POL_COV_TERM` has 15185 (29.3%) zeros	Zeros
`POL_PPT` has 15184 (29.3%) zeros	Zeros
`POL_RIDER_COUNT` has 32092 (62.0%) zeros	Zeros
`POLICY_CHNL_04` is highly correlated with `PLAN_TYPE_03` (ρ = 0.9023277115)	Rejected
`POS_COUNT` has 46128 (89.2%) zeros	Zeros
`POS_TKT_LOGGED_DATE1` has a high cardinality: 389 distinct values	Warning
`POS_VINTAGE_SCORE` has 46302 (89.5%) zeros	Zeros
`REN_COUNT` has 42428 (82.0%) zeros	Zeros
`REN_TKT_LOGGED_DATE1` has a high cardinality: 390 distinct values	Warning
`REN_VINTAGE_SCORE` is highly correlated with `REN_SYS_TOUCH_PT` (ρ = 0.9115846582)	Rejected
`SCP_EML_SCP_EML_OTHERS` has 45668 (88.3%) zeros	Zeros
`SCP_SMS_AGENT_-_OTHER` is highly skewed (γ1 = 29.00202748)	Skewed
`SCP_SMS_AGENT_-_OTHER` has 51665 (99.9%) zeros	Zeros
`SCP_SMS_LAPSATION_&_REVIVAL` has 50680 (98.0%) zeros	Zeros
`SCP_SMS_PAYMENT_MODE` has 45989 (88.9%) zeros	Zeros
`SCP_SMS_POS` has constant value "0"	Rejected
`SCP_SMS_PREMIUM_PAYMENT` has 44806 (86.6%) zeros	Zeros
`SCP_SMS_PROPOSAL` has 48857 (94.4%) zeros	Zeros
`SCP_SMS_RENEWAL` has 50360 (97.3%) zeros	Zeros
`TICKET_DATE` has a high cardinality: 404 distinct values	Warning
`TICKET_DATE_15D` has a high cardinality: 404 distinct values	Warning
`TKT_LOGGED_DATE` has a high cardinality: 51631 distinct values	Warning
`TKT_LOGGED_DATE1` has a high cardinality: 45386 distinct values	Warning
`UNO_CS_COMM_COUNT` is highly correlated with `DELIVERY_STATUS` (ρ = 0.9563908587)	Rejected
`UNO_CS_COMM_SYS` is highly correlated with `COMM_VINTAGE_SCORE` (ρ = 0.9118394033)	Rejected
`UNO_EML_CAMPAIGN_RELATED_INFORMATION` is highly skewed (γ1 = 29.60723533)	Skewed
`UNO_EML_CAMPAIGN_RELATED_INFORMATION` has 51588 (99.7%) zeros	Zeros
`UNO_EML_OTHERS` has 50185 (97.0%) zeros	Zeros
`UNO_EML_POLICY_SERVICING_-_CLARIFICATION/_FOLLOW_UP` has 51406 (99.4%) zeros	Zeros
`UNO_EML_POLICY_STATUS_-_ACTIVE_/_LAPSE` has 51255 (99.1%) zeros	Zeros

CLEAN_INTENT
Categorical

Distinct count	13
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

DUEDATE/AMOUNT	13055
ACCOUNTVALUE/SURRENDERVALUE	7574
POLICYSTATUS-ACTIVE/LAPSE	7338
Other values (10)	23772

Toggle details

Common values
Composition

Value	Count	Frequency (%)
DUEDATE/AMOUNT	13055	25.2%
ACCOUNTVALUE/SURRENDERVALUE	7574	14.6%
POLICYSTATUS-ACTIVE/LAPSE	7338	14.2%
PREMIUMPAYMENT/CHEQUERECEIVEDENQUIRY	5434	10.5%
ECS/CREDITCARDINQUIRY	3486	6.7%
PREMIUMRECEIPTREQUEST	3437	6.6%
PROBABLESURRENDER	2643	5.1%
POSREQUESTSTATUSREQUIRED	2447	4.7%
BONUSINQUIRY	2019	3.9%
POLICYPACKDISPATCHSTATUS/CLARIFICATION	1503	2.9%
Other values (3)	2803	5.4%

Max length	39
Mean length	22.52210132
Min length	11
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

CLI_EDUCATION_CAT_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51707
1	32

Toggle details

Value	Count	Frequency (%)
0	51707	99.9%
1	32	0.1%

CLI_EDUCATION_CAT_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	43627
1	8112

Toggle details

Value	Count	Frequency (%)
0	43627	84.3%
1	8112	15.7%

CLI_EDUCATION_CAT_03
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	33734
1	18005

Toggle details

Value	Count	Frequency (%)
0	33734	65.2%
1	18005	34.8%

CLI_EDUCATION_CAT_04
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	41333
1	10406

Toggle details

Value	Count	Frequency (%)
0	41333	79.9%
1	10406	20.1%

CLI_HNI_IND_L
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	46503
1	5236

Toggle details

Value	Count	Frequency (%)
0	46503	89.9%
1	5236	10.1%

CLI_HNI_IND_N
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

1	27178
0	24561

Toggle details

Value	Count	Frequency (%)
1	27178	52.5%
0	24561	47.5%

CLI_HNI_IND_Y
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	47598
1	4141

Toggle details

Value	Count	Frequency (%)
0	47598	92.0%
1	4141	8.0%

CLI_OCCUPATION_CAT_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50119
1	1620

Toggle details

Value	Count	Frequency (%)
0	50119	96.9%
1	1620	3.1%

CLI_OCCUPATION_CAT_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	32353
1	19386

Toggle details

Value	Count	Frequency (%)
0	32353	62.5%
1	19386	37.5%

CLI_OCCUPATION_CAT_03
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51114
1	625

Toggle details

Value	Count	Frequency (%)
0	51114	98.8%
1	625	1.2%

CLI_OCCUPATION_CAT_04
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	40249
1	11490

Toggle details

Value	Count	Frequency (%)
0	40249	77.8%
1	11490	22.2%

CLI_OCCUPATION_CAT_05
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51422
1	317

Toggle details

Value	Count	Frequency (%)
0	51422	99.4%
1	317	0.6%

CLI_OCCUPATION_CAT_06
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51291
1	448

Toggle details

Value	Count	Frequency (%)
0	51291	99.1%
1	448	0.9%

CLI_OCCUPATION_CAT_07
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51618
1	121

Toggle details

Value	Count	Frequency (%)
0	51618	99.8%
1	121	0.2%

CLI_OCCUPATION_CAT_08
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	49191
1	2548

Toggle details

Value	Count	Frequency (%)
0	49191	95.1%
1	2548	4.9%

CLI_SNGL_MLTPL_PLCYHLDR_FLG_MULTIPLE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	40560
1	11179

Toggle details

Value	Count	Frequency (%)
0	40560	78.4%
1	11179	21.6%

CLI_SNGL_MLTPL_PLCYHLDR_FLG_SINGLE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	26363
1	25376

Toggle details

Value	Count	Frequency (%)
0	26363	51.0%
1	25376	49.0%

COMM_TKT_DT
Categorical

Distinct count	449
Unique (%)	0.9%
Missing (%)	0.0%
Missing (n)	0

0	38343
3/12/2018 00:00	92
3/13/2018 0:00	77
Other values (446)	13227

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	38343	74.1%
3/12/2018 00:00	92	0.2%
3/13/2018 0:00	77	0.1%
3/20/2018 0:00	74	0.1%
3/7/2018 00:00	73	0.1%
3/19/2019 0:00	70	0.1%
4/10/2018 00:00	65	0.1%
3/10/2018 00:00	65	0.1%
4/6/2018 00:00	62	0.1%
2/26/2018 0:00	61	0.1%
Other values (439)	12757	24.7%

Max length	16
Mean length	4.441156574
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

COMM_VINTAGE_SCORE
Numeric

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.649645335
Minimum	0
Maximum	14
Zeros (%)	74.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	14
Maximum	14
Range	14
Interquartile range	1

Descriptive statistics

Standard deviation	4.916194571
Coef of variation	1.855416083
Kurtosis	0.4149175488
Mean	2.649645335
MAD	3.98343494
Skewness	1.478102715
Sum	137090
Variance	24.16896906
Memory size	404.3 KiB

Histogram with fixed size bins (bins=15)

Histogram with variable size bins (bins=[ 0. 0.5 4.5 6.5 7.5 ... 10.5 11.5 12.5 13.5 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	38587	74.6%
14	3462	6.7%
13	2013	3.9%
12	1389	2.7%
11	1111	2.1%
10	912	1.8%
8	752	1.5%
9	722	1.4%
7	539	1.0%
6	429	0.8%
Other values (5)	1823	3.5%

Minimum 5 values

Value	Count	Frequency (%)
0	38587	74.6%
1	360	0.7%
2	329	0.6%
3	376	0.7%
4	353	0.7%

Maximum 5 values

Value	Count	Frequency (%)
14	3462	6.7%
13	2013	3.9%
12	1389	2.7%
11	1111	2.1%
10	912	1.8%

DELIVERY_STATUS
Numeric

Distinct count	46
Unique (%)	0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.781692727
Minimum	0
Maximum	655
Zeros (%)	76.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	4
Maximum	655
Range	655
Interquartile range	0

Descriptive statistics

Standard deviation	3.79676497
Coef of variation	4.857106686
Kurtosis	17115.31074
Mean	0.781692727
MAD	1.202446138
Skewness	102.1243294
Sum	40444
Variance	14.41542424
Memory size	404.3 KiB

Histogram with fixed size bins (bins=46)

Histogram with variable size bins (bins=[0.00e+00 5.00e-01 1.50e+00 2.50e+00 3.50e+00 ... 2.05e+01 2.85e+01 4.40e+01 6.35e+01 6.55e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	39794	76.9%
1	4518	8.7%
2	2813	5.4%
3	1243	2.4%
4	1043	2.0%
6	473	0.9%
5	463	0.9%
8	267	0.5%
7	242	0.5%
9	162	0.3%
Other values (36)	721	1.4%

Minimum 5 values

Value	Count	Frequency (%)
0	39794	76.9%
1	4518	8.7%
2	2813	5.4%
3	1243	2.4%
4	1043	2.0%

Maximum 5 values

Value	Count	Frequency (%)
655	1	< 0.1%
163	1	< 0.1%
64	1	< 0.1%
63	1	< 0.1%
60	1	< 0.1%

DUE_DATE_PAID
Categorical

Distinct count	456
Unique (%)	0.9%
Missing (%)	0.0%
Missing (n)	0

0	40287
2/28/2019 0:00	113
3/31/2018 0:00	96
Other values (453)	11243

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	40287	77.9%
2/28/2019 0:00	113	0.2%
3/31/2018 0:00	96	0.2%
2/28/2018 0:00	88	0.2%
6/30/2018 0:00	76	0.1%
9/30/2018 0:00	74	0.1%
3/30/2018 0:00	67	0.1%
3/28/2018 0:00	67	0.1%
12/31/2018 0:00	65	0.1%
12/30/2018 0:00	62	0.1%
Other values (446)	10744	20.8%

Max length	16
Mean length	3.939832621
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

DUE_DATE_SYS
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2345812637
Minimum	0
Maximum	8
Zeros (%)	77.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	8
Range	8
Interquartile range	0

Descriptive statistics

Standard deviation	0.4589931282
Coef of variation	1.956648716
Kurtosis	5.808244109
Mean	0.2345812637
MAD	0.3653172798
Skewness	1.956190933
Sum	12137
Variance	0.2106746918
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	40287	77.9%
1	10842	21.0%
2	563	1.1%
3	29	0.1%
4	12	< 0.1%
5	4	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	40287	77.9%
1	10842	21.0%
2	563	1.1%
3	29	0.1%
4	12	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
6	1	< 0.1%
5	4	< 0.1%
4	12	< 0.1%
3	29	0.1%

DUE_STS_SYS
Highly correlated

This variable is highly correlated with DUE_DATE_SYS and should be ignored for analysis

Correlation	0.9585905194

DUE_VINTAGE_SCORE
Numeric

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.847658439
Minimum	0
Maximum	14
Zeros (%)	78.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	13
Maximum	14
Range	14
Interquartile range	0

Descriptive statistics

Standard deviation	4.055571979
Coef of variation	2.194979273
Kurtosis	2.544727691
Mean	1.847658439
MAD	2.936406052
Skewness	2.023690771
Sum	95596
Variance	16.44766407
Memory size	404.3 KiB

Histogram with fixed size bins (bins=15)

Histogram with variable size bins (bins=[ 0. 0.5 5.5 9.5 11.5 12.5 13.5 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	40833	78.9%
14	1574	3.0%
13	1224	2.4%
12	1023	2.0%
11	872	1.7%
10	786	1.5%
9	683	1.3%
7	653	1.3%
8	632	1.2%
6	618	1.2%
Other values (5)	2841	5.5%

Minimum 5 values

Value	Count	Frequency (%)
0	40833	78.9%
1	611	1.2%
2	538	1.0%
3	558	1.1%
4	593	1.1%

Maximum 5 values

Value	Count	Frequency (%)
14	1574	3.0%
13	1224	2.4%
12	1023	2.0%
11	872	1.7%
10	786	1.5%

ECS_FLAG_No
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	32535
1	19204

Toggle details

Value	Count	Frequency (%)
0	32535	62.9%
1	19204	37.1%

ECS_FLAG_Yes
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	34388
1	17351

Toggle details

Value	Count	Frequency (%)
0	34388	66.5%
1	17351	33.5%

HELP_LINE_ACCOUNTVALUE/SURRENDERVALUE
Numeric

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02524208044
Minimum	0
Maximum	14
Zeros (%)	98.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	14
Range	14
Interquartile range	0

Descriptive statistics

Standard deviation	0.2881904392
Coef of variation	11.41706365
Kurtosis	998.7622888
Mean	0.02524208044
MAD	0.04961964927
Skewness	26.97999883
Sum	1306
Variance	0.08305372923
Memory size	404.3 KiB

Histogram with fixed size bins (bins=15)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 5.5 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50853	98.3%
1	732	1.4%
2	93	0.2%
3	18	< 0.1%
4	9	< 0.1%
5	8	< 0.1%
10	6	< 0.1%
14	3	< 0.1%
12	3	< 0.1%
9	3	< 0.1%
Other values (5)	11	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50853	98.3%
1	732	1.4%
2	93	0.2%
3	18	< 0.1%
4	9	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
14	3	< 0.1%
13	2	< 0.1%
12	3	< 0.1%
11	1	< 0.1%
10	6	< 0.1%

HELP_LINE_BONUSINQUIRY
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.006938672955
Minimum	0
Maximum	4
Zeros (%)	99.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.09576733813
Coef of variation	13.80196743
Kurtosis	369.1444831
Mean	0.006938672955
MAD	0.01379393002
Skewness	17.05750961
Sum	359
Variance	0.009171383053
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51428	99.4%
1	273	0.5%
2	29	0.1%
3	8	< 0.1%
4	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51428	99.4%
1	273	0.5%
2	29	0.1%
3	8	< 0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
3	8	< 0.1%
2	29	0.1%
1	273	0.5%
0	51428	99.4%

HELP_LINE_DUEDATE/AMOUNT
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05523879472
Minimum	0
Maximum	7
Zeros (%)	95.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range	0

Descriptive statistics

Standard deviation	0.2821272771
Coef of variation	5.107411892
Kurtosis	86.59379255
Mean	0.05523879472
MAD	0.1054105545
Skewness	7.432349426
Sum	2858
Variance	0.07959580047
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5.5 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	49366	95.4%
1	2021	3.9%
2	273	0.5%
3	49	0.1%
4	15	< 0.1%
5	10	< 0.1%
7	4	< 0.1%
6	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	49366	95.4%
1	2021	3.9%
2	273	0.5%
3	49	0.1%
4	15	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7	4	< 0.1%
6	1	< 0.1%
5	10	< 0.1%
4	15	< 0.1%
3	49	0.1%

HELP_LINE_ECS/CREDITCARDINQUIRY
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51040
1	621
2	67

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51040	98.6%
1	621	1.2%
2	67	0.1%
3	11	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

HELP_LINE_LOANENQUIRY
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.00423278378
Minimum	0
Maximum	9
Zeros (%)	99.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range	0

Descriptive statistics

Standard deviation	0.1006447402
Coef of variation	23.77743476
Kurtosis	2322.820256
Mean	0.00423278378
MAD	0.008442333431
Skewness	39.97374162
Sum	219
Variance	0.01012936372
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4.5 9. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51597	99.7%
1	100	0.2%
2	26	0.1%
4	7	< 0.1%
3	6	< 0.1%
9	1	< 0.1%
7	1	< 0.1%
5	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51597	99.7%
1	100	0.2%
2	26	0.1%
3	6	< 0.1%
4	7	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
5	1	< 0.1%
4	7	< 0.1%
3	6	< 0.1%

HELP_LINE_OTHERS
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05320937784
Minimum	0
Maximum	8
Zeros (%)	95.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range	0

Descriptive statistics

Standard deviation	0.2802847861
Coef of variation	5.267582472
Kurtosis	93.75495863
Mean	0.05320937784
MAD	0.1018052674
Skewness	7.665525559
Sum	2753
Variance	0.07855956131
Memory size	404.3 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	49496	95.7%
1	1862	3.6%
2	301	0.6%
3	53	0.1%
4	17	< 0.1%
7	4	< 0.1%
5	4	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	49496	95.7%
1	1862	3.6%
2	301	0.6%
3	53	0.1%
4	17	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
7	4	< 0.1%
6	1	< 0.1%
5	4	< 0.1%
4	17	< 0.1%

HELP_LINE_PAYMENTPROCEDURE/ONLINEPAYMENTPROCEDURE
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51528
1	203
2	8

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51528	99.6%
1	203	0.4%
2	8	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

HELP_LINE_POLICYPACKDISPATCHSTATUS/CLARIFICATION
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.008272289762
Minimum	0
Maximum	4
Zeros (%)	99.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.1086234509
Coef of variation	13.13100169
Kurtosis	328.858875
Mean	0.008272289762
MAD	0.01643234026
Skewness	16.26993297
Sum	428
Variance	0.01179905408
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51388	99.3%
1	288	0.6%
2	51	0.1%
3	10	< 0.1%
4	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51388	99.3%
1	288	0.6%
2	51	0.1%
3	10	< 0.1%
4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	2	< 0.1%
3	10	< 0.1%
2	51	0.1%
1	288	0.6%
0	51388	99.3%

HELP_LINE_POLICYSTATUS-ACTIVE/LAPSE
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.03523454261
Minimum	0
Maximum	16
Zeros (%)	97.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	16
Range	16
Interquartile range	0

Descriptive statistics

Standard deviation	0.254943297
Coef of variation	7.235606825
Kurtosis	686.5694774
Mean	0.03523454261
MAD	0.0685663559
Skewness	16.90375184
Sum	1823
Variance	0.06499608467
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 6.5 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50342	97.3%
1	1112	2.1%
2	203	0.4%
3	61	0.1%
5	10	< 0.1%
4	8	< 0.1%
16	2	< 0.1%
8	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50342	97.3%
1	1112	2.1%
2	203	0.4%
3	61	0.1%
4	8	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
16	2	< 0.1%
8	1	< 0.1%
5	10	< 0.1%
4	8	< 0.1%
3	61	0.1%

HELP_LINE_POSREQUESTSTATUSREQUIRED
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02021685769
Minimum	0
Maximum	9
Zeros (%)	98.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range	0

Descriptive statistics

Standard deviation	0.1973407993
Coef of variation	9.761200396
Kurtosis	364.2934262
Mean	0.02021685769
MAD	0.03983821699
Skewness	15.63232313
Sum	1046
Variance	0.03894339106
Memory size	404.3 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5.5 9. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50977	98.5%
1	594	1.1%
2	100	0.2%
3	46	0.1%
5	8	< 0.1%
4	8	< 0.1%
7	3	< 0.1%
6	2	< 0.1%
9	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50977	98.5%
1	594	1.1%
2	100	0.2%
3	46	0.1%
4	8	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
7	3	< 0.1%
6	2	< 0.1%
5	8	< 0.1%
4	8	< 0.1%

HELP_LINE_PREMIUMPAYMENT/CHEQUERECEIVEDENQUIRY
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02620846943
Minimum	0
Maximum	6
Zeros (%)	97.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range	0

Descriptive statistics

Standard deviation	0.1865464888
Coef of variation	7.117794088
Kurtosis	117.7451675
Mean	0.02620846943
MAD	0.05123059519
Skewness	9.204836731
Sum	1356
Variance	0.03479959247
Memory size	404.3 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 6. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50568	97.7%
1	1027	2.0%
2	114	0.2%
3	21	< 0.1%
4	8	< 0.1%
6	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50568	97.7%
1	1027	2.0%
2	114	0.2%
3	21	< 0.1%
4	8	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
4	8	< 0.1%
3	21	< 0.1%
2	114	0.2%
1	1027	2.0%

HELP_LINE_PREMIUMRECEIPTREQUEST
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51442
1	274
2	21

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51442	99.4%
1	274	0.5%
2	21	< 0.1%
3	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

HELP_LINE_PROBABLESURRENDER
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.005663039487
Minimum	0
Maximum	5
Zeros (%)	99.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.08829400595
Coef of variation	15.591275
Kurtosis	780.2717963
Mean	0.005663039487
MAD	0.01126960072
Skewness	22.69337676
Sum	293
Variance	0.007795831486
Memory size	404.3 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51481	99.5%
1	236	0.5%
2	15	< 0.1%
3	3	< 0.1%
5	2	< 0.1%
4	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51481	99.5%
1	236	0.5%
2	15	< 0.1%
3	3	< 0.1%
4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	2	< 0.1%
4	2	< 0.1%
3	3	< 0.1%
2	15	< 0.1%
1	236	0.5%

HELP_LINE_STATUSOFTHEPROPOSAL
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.007789095267
Minimum	0
Maximum	10
Zeros (%)	99.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range	0

Descriptive statistics

Standard deviation	0.1317345628
Coef of variation	16.91269117
Kurtosis	1621.614915
Mean	0.007789095267
MAD	0.01549328264
Skewness	31.94253099
Sum	403
Variance	0.01735399503
Memory size	404.3 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 4.5 10. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51457	99.5%
1	213	0.4%
2	45	0.1%
3	13	< 0.1%
4	6	< 0.1%
5	2	< 0.1%
10	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51457	99.5%
1	213	0.4%
2	45	0.1%
3	13	< 0.1%
4	6	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
5	2	< 0.1%
4	6	< 0.1%

HELP_LINE_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	43429
1	8310

Toggle details

Value	Count	Frequency (%)
0	43429	83.9%
1	8310	16.1%

INCOME_BUK_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	38461
1	13278

Toggle details

Value	Count	Frequency (%)
0	38461	74.3%
1	13278	25.7%

INCOME_BUK_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	38777
1	12962

Toggle details

Value	Count	Frequency (%)
0	38777	74.9%
1	12962	25.1%

INCOME_BUK_03
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	44914
1	6825

Toggle details

Value	Count	Frequency (%)
0	44914	86.8%
1	6825	13.2%

INCOME_BUK_04
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	49211
1	2528

Toggle details

Value	Count	Frequency (%)
0	49211	95.1%
1	2528	4.9%

INCOME_BUK_05
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50777
1	962

Toggle details

Value	Count	Frequency (%)
0	50777	98.1%
1	962	1.9%

ind_surr
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50378
1	1361

Toggle details

Value	Count	Frequency (%)
0	50378	97.4%
1	1361	2.6%

IVR_ACCOUNT_VALUE/_SURRENDER_VALUE
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.004735306055
Minimum	0
Maximum	16
Zeros (%)	99.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	16
Range	16
Interquartile range	0

Descriptive statistics

Standard deviation	0.1376172043
Coef of variation	29.06194503
Kurtosis	5664.615304
Mean	0.004735306055
MAD	0.009445717868
Skewness	62.98743417
Sum	245
Variance	0.01893849492
Memory size	404.3 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 5.5 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51603	99.7%
1	94	0.2%
2	24	< 0.1%
5	5	< 0.1%
4	5	< 0.1%
3	3	< 0.1%
7	2	< 0.1%
16	1	< 0.1%
13	1	< 0.1%
6	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51603	99.7%
1	94	0.2%
2	24	< 0.1%
3	3	< 0.1%
4	5	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
13	1	< 0.1%
7	2	< 0.1%
6	1	< 0.1%
5	5	< 0.1%

IVR_OTHERS
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01812945747
Minimum	0
Maximum	11
Zeros (%)	98.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	11
Range	11
Interquartile range	0

Descriptive statistics

Standard deviation	0.1848046051
Coef of variation	10.19360924
Kurtosis	499.4467459
Mean	0.01812945747
MAD	0.03577465915
Skewness	17.16682339
Sum	938
Variance	0.03415274206
Memory size	404.3 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 4.5 11. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51048	98.7%
1	534	1.0%
2	107	0.2%
3	29	0.1%
4	13	< 0.1%
6	3	< 0.1%
5	3	< 0.1%
11	1	< 0.1%
7	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51048	98.7%
1	534	1.0%
2	107	0.2%
3	29	0.1%
4	13	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
11	1	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	3	< 0.1%
4	13	< 0.1%

IVR_POLICY_STATUS_-_ACTIVE_/_LAPSE
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01874794642
Minimum	0
Maximum	13
Zeros (%)	98.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	13
Range	13
Interquartile range	0

Descriptive statistics

Standard deviation	0.21275091
Coef of variation	11.34795807
Kurtosis	889.0970947
Mean	0.01874794642
MAD	0.03701975683
Skewness	23.17915677
Sum	970
Variance	0.04526294971
Memory size	404.3 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 6.5 13. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51082	98.7%
1	482	0.9%
2	118	0.2%
3	29	0.1%
4	10	< 0.1%
5	7	< 0.1%
6	5	< 0.1%
11	3	< 0.1%
7	2	< 0.1%
13	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51082	98.7%
1	482	0.9%
2	118	0.2%
3	29	0.1%
4	10	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
13	1	< 0.1%
11	3	< 0.1%
7	2	< 0.1%
6	5	< 0.1%
5	7	< 0.1%

IVR_PREMIUM_RECEIPT_REQUEST
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.00427143934
Minimum	0
Maximum	5
Zeros (%)	99.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.07409641131
Coef of variation	17.34694219
Kurtosis	774.7164173
Mean	0.00427143934
MAD	0.008510351049
Skewness	22.87083409
Sum	221
Variance	0.005490278169
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51542	99.6%
1	178	0.3%
2	16	< 0.1%
3	2	< 0.1%
5	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51542	99.6%
1	178	0.3%
2	16	< 0.1%
3	2	< 0.1%
5	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
3	2	< 0.1%
2	16	< 0.1%
1	178	0.3%
0	51542	99.6%

IVR_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50172
1	1567

Toggle details

Value	Count	Frequency (%)
0	50172	97.0%
1	1567	3.0%

Lock_in_ind
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	48373
1	3366

Toggle details

Value	Count	Frequency (%)
0	48373	93.5%
1	3366	6.5%

mapped_pol_id
Categorical

Distinct count	48127
Unique (%)	93.0%
Missing (%)	0.0%
Missing (n)	0

DKVMAEVMYSAEAEVMWL	18
ZTOOCGVMWLOOWLZTOO	14
WLOOWLDKZTVMOOBFZT	10
Other values (48124)	51697

Toggle details

Common values
Composition

Value	Count	Frequency (%)
DKVMAEVMYSAEAEVMWL	18	< 0.1%
ZTOOCGVMWLOOWLZTOO	14	< 0.1%
WLOOWLDKZTVMOOBFZT	10	< 0.1%
WLOOZTDKOOAEDKWLWL	9	< 0.1%
XRAEOOAECGXRAEOOZT	8	< 0.1%
ZTAEZTZTCGOOOOYSBF	7	< 0.1%
BFCGXRWLOOBFWLBFDK	7	< 0.1%
DKOOVMOOZTWLXRYSAE	6	< 0.1%
DKAEDKOOOOVMBFBFVM	6	< 0.1%
DKWLWLZTAEOODKBFOO	6	< 0.1%
Other values (48117)	51648	99.8%

Max length	18
Mean length	18
Min length	18
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

MEGA_MEGA_OTHERS
Numeric

Distinct count	7
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01206053461
Minimum	0
Maximum	13
Zeros (%)	98.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	13
Range	13
Interquartile range	0

Descriptive statistics

Standard deviation	0.1373806523
Coef of variation	11.39092559
Kurtosis	2736.516096
Mean	0.01206053461
MAD	0.02385439897
Skewness	35.4290705
Sum	624
Variance	0.01887344363
Memory size	404.3 KiB

Histogram with fixed size bins (bins=7)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 13. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51167	98.9%
1	547	1.1%
2	18	< 0.1%
3	4	< 0.1%
13	1	< 0.1%
12	1	< 0.1%
4	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51167	98.9%
1	547	1.1%
2	18	< 0.1%
3	4	< 0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
13	1	< 0.1%
12	1	< 0.1%
4	1	< 0.1%
3	4	< 0.1%
2	18	< 0.1%

MEGA_SCP_MG_1
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51106
1	607
2	25

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51106	98.8%
1	607	1.2%
2	25	< 0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_10
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51692
1	47

Toggle details

Value	Count	Frequency (%)
0	51692	99.9%
1	47	0.1%

MEGA_SCP_MG_11
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51727
1	7
2	5

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51727	> 99.9%
1	7	< 0.1%
2	5	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_12
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51698
1	41

Toggle details

Value	Count	Frequency (%)
0	51698	99.9%
1	41	0.1%

MEGA_SCP_MG_13
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51719
1	16
2	4

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51719	> 99.9%
1	16	< 0.1%
2	4	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_14
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51684
1	50
2	5

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51684	99.9%
1	50	0.1%
2	5	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_2
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51229
1	464
2	45

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51229	99.0%
1	464	0.9%
2	45	0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_3
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51557
1	168
2	13

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51557	99.6%
1	168	0.3%
2	13	< 0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_4
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51646
1	93

Toggle details

Value	Count	Frequency (%)
0	51646	99.8%
1	93	0.2%

MEGA_SCP_MG_5
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51552
1	174
2	13

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51552	99.6%
1	174	0.3%
2	13	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_6
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51579
1	157
2	3

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51579	99.7%
1	157	0.3%
2	3	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_7
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51640
1	79
2	19

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51640	99.8%
1	79	0.2%
2	19	< 0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SCP_MG_9
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51694
1	44
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51694	99.9%
1	44	0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

MEGA_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	49400
1	2339

Toggle details

Value	Count	Frequency (%)
0	49400	95.5%
1	2339	4.5%

MON_BNC_CHQ_VINTAGE_SCORE
Numeric

Distinct count	16
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8861787047
Minimum	0
Maximum	15
Zeros (%)	90.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	10
Maximum	15
Range	15
Interquartile range	0

Descriptive statistics

Standard deviation	3.031751473
Coef of variation	3.421151352
Kurtosis	10.77210086
Mean	0.8861787047
MAD	1.604470058
Skewness	3.461894393
Sum	45850
Variance	9.191516997
Memory size	404.3 KiB

Histogram with fixed size bins (bins=16)

Histogram with variable size bins (bins=[ 0. 0.5 7.5 10.5 12.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	46838	90.5%
13	617	1.2%
15	479	0.9%
12	477	0.9%
11	402	0.8%
14	384	0.7%
8	350	0.7%
10	336	0.6%
9	279	0.5%
7	257	0.5%
Other values (6)	1320	2.6%

Minimum 5 values

Value	Count	Frequency (%)
0	46838	90.5%
1	232	0.4%
2	200	0.4%
3	218	0.4%
4	214	0.4%

Maximum 5 values

Value	Count	Frequency (%)
15	479	0.9%
14	384	0.7%
13	617	1.2%
12	477	0.9%
11	402	0.8%

MON_BOUNCE_COUNT
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.111656584
Minimum	0
Maximum	4
Zeros (%)	90.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.3567834685
Coef of variation	3.195364355
Kurtosis	12.6675874
Mean	0.111656584
MAD	0.2013698729
Skewness	3.434898072
Sum	5777
Variance	0.1272944434
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	46655	90.2%
1	4424	8.6%
2	628	1.2%
3	31	0.1%
4	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	46655	90.2%
1	4424	8.6%
2	628	1.2%
3	31	0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
3	31	0.1%
2	628	1.2%
1	4424	8.6%
0	46655	90.2%

MON_CLEARANCE_COUNT
Numeric

Distinct count	7
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2260577128
Minimum	0
Maximum	52
Zeros (%)	78.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	52
Range	52
Interquartile range	0

Descriptive statistics

Standard deviation	0.5031123703
Coef of variation	2.225592589
Kurtosis	2186.596575
Mean	0.2260577128
MAD	0.3553640002
Skewness	22.83197841
Sum	11696
Variance	0.2531220571
Memory size	404.3 KiB

Histogram with fixed size bins (bins=7)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 52. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	40667	78.6%
1	10528	20.3%
2	528	1.0%
3	12	< 0.1%
4	2	< 0.1%
52	1	< 0.1%
16	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	40667	78.6%
1	10528	20.3%
2	528	1.0%
3	12	< 0.1%
4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
52	1	< 0.1%
16	1	< 0.1%
4	2	< 0.1%
3	12	< 0.1%
2	528	1.0%

MON_CLR_CHQ_VINTAGE_SCORE
Numeric

Distinct count	16
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.028276542
Minimum	0
Maximum	15
Zeros (%)	79.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	14
Maximum	15
Range	15
Interquartile range	0

Descriptive statistics

Standard deviation	4.478501119
Coef of variation	2.208032794
Kurtosis	2.478873025
Mean	2.028276542
MAD	3.239452674
Skewness	2.018256431
Sum	104941
Variance	20.05697227
Memory size	404.3 KiB

Histogram with fixed size bins (bins=16)

Histogram with variable size bins (bins=[ 0. 0.5 7.5 8.5 10.5 11.5 12.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	41055	79.4%
15	2133	4.1%
14	1156	2.2%
13	889	1.7%
12	760	1.5%
8	668	1.3%
11	617	1.2%
10	559	1.1%
7	526	1.0%
5	513	1.0%
Other values (6)	2863	5.5%

Minimum 5 values

Value	Count	Frequency (%)
0	41055	79.4%
1	506	1.0%
2	418	0.8%
3	485	0.9%
4	464	0.9%

Maximum 5 values

Value	Count	Frequency (%)
15	2133	4.1%
14	1156	2.2%
13	889	1.7%
12	760	1.5%
11	617	1.2%

MON_TKT_BOUNCE_DATE
Categorical

Distinct count	324
Unique (%)	0.6%
Missing (%)	0.0%
Missing (n)	0

0	46655
3/12/2019 00:00	82
2/8/2018 00:00	77
Other values (321)	4925

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	46655	90.2%
3/12/2019 00:00	82	0.2%
2/8/2018 00:00	77	0.1%
3/9/2018 00:00	72	0.1%
12/31/2018 0:00	67	0.1%
2/27/2019 0:00	65	0.1%
4/9/2018 00:00	65	0.1%
1/9/2018 00:00	64	0.1%
3/27/2018 0:00	57	0.1%
1/8/2019 00:00	56	0.1%
Other values (314)	4479	8.7%

Max length	16
Mean length	2.307311699
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

MON_TKT_CLEARNACE_DATE
Categorical

Distinct count	367
Unique (%)	0.7%
Missing (%)	0.0%
Missing (n)	0

0	40667
10/8/2018 00:00	93
2/8/2019 00:00	87
Other values (364)	10892

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	40667	78.6%
10/8/2018 00:00	93	0.2%
2/8/2019 00:00	87	0.2%
3/31/2018 0:00	81	0.2%
9/10/2018 00:00	76	0.1%
2/8/2018 00:00	76	0.1%
7/23/2018 0:00	72	0.1%
1/9/2018 00:00	71	0.1%
3/9/2018 00:00	71	0.1%
7/9/2018 00:00	70	0.1%
Other values (357)	10375	20.1%

Max length	16
Mean length	3.844546667
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

MY_MON_BNC_SYS
Highly correlated

This variable is highly correlated with MON_BOUNCE_COUNT and should be ignored for analysis

Correlation	0.948047586

MY_MON_CLR_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	40667
1	11072

Toggle details

Value	Count	Frequency (%)
0	40667	78.6%
1	11072	21.4%

new_policy
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	48611
1	3128

Toggle details

Value	Count	Frequency (%)
0	48611	94.0%
1	3128	6.0%

PLAN_CAT_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	46612
1	5127

Toggle details

Value	Count	Frequency (%)
0	46612	90.1%
1	5127	9.9%

PLAN_CAT_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50592
1	1147

Toggle details

Value	Count	Frequency (%)
0	50592	97.8%
1	1147	2.2%

PLAN_CAT_03
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	28542
1	23197

Toggle details

Value	Count	Frequency (%)
0	28542	55.2%
1	23197	44.8%

PLAN_CAT_04
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	44655
1	7084

Toggle details

Value	Count	Frequency (%)
0	44655	86.3%
1	7084	13.7%

PLAN_FAMILY_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	39474
1	12265

Toggle details

Value	Count	Frequency (%)
0	39474	76.3%
1	12265	23.7%

PLAN_FAMILY_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50240
1	1499

Toggle details

Value	Count	Frequency (%)
0	50240	97.1%
1	1499	2.9%

PLAN_FAMILY_03
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	48545
1	3194

Toggle details

Value	Count	Frequency (%)
0	48545	93.8%
1	3194	6.2%

PLAN_FAMILY_04
Highly correlated

This variable is highly correlated with PLAN_CAT_02 and should be ignored for analysis

Correlation	0.9697120372

PLAN_FAMILY_05
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50283
1	1456

Toggle details

Value	Count	Frequency (%)
0	50283	97.2%
1	1456	2.8%

PLAN_FAMILY_06
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50630
1	1109

Toggle details

Value	Count	Frequency (%)
0	50630	97.9%
1	1109	2.1%

PLAN_FAMILY_07
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	48405
1	3334

Toggle details

Value	Count	Frequency (%)
0	48405	93.6%
1	3334	6.4%

PLAN_FAMILY_08
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51240
1	499

Toggle details

Value	Count	Frequency (%)
0	51240	99.0%
1	499	1.0%

PLAN_FAMILY_09
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	47548
1	4191

Toggle details

Value	Count	Frequency (%)
0	47548	91.9%
1	4191	8.1%

PLAN_FAMILY_10
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51635
1	104

Toggle details

Value	Count	Frequency (%)
0	51635	99.8%
1	104	0.2%

PLAN_FAMILY_11
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51594
1	145

Toggle details

Value	Count	Frequency (%)
0	51594	99.7%
1	145	0.3%

PLAN_FAMILY_12
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51517
1	222

Toggle details

Value	Count	Frequency (%)
0	51517	99.6%
1	222	0.4%

PLAN_FAMILY_13
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51684
1	55

Toggle details

Value	Count	Frequency (%)
0	51684	99.9%
1	55	0.1%

PLAN_FAMILY_14
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51682
1	57

Toggle details

Value	Count	Frequency (%)
0	51682	99.9%
1	57	0.1%

PLAN_FAMILY_15
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51127
1	612

Toggle details

Value	Count	Frequency (%)
0	51127	98.8%
1	612	1.2%

PLAN_FAMILY_16
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	45006
1	6733

Toggle details

Value	Count	Frequency (%)
0	45006	87.0%
1	6733	13.0%

PLAN_TYPE_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	30920
1	20819

Toggle details

Value	Count	Frequency (%)
0	30920	59.8%
1	20819	40.2%

PLAN_TYPE_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	49160
1	2579

Toggle details

Value	Count	Frequency (%)
0	49160	95.0%
1	2579	5.0%

PLAN_TYPE_03
Highly correlated

This variable is highly correlated with PLAN_CAT_01 and should be ignored for analysis

Correlation	1

PLAN_TYPE_04
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	48869
1	2870

Toggle details

Value	Count	Frequency (%)
0	48869	94.5%
1	2870	5.5%

PLAN_TYPE_05
Highly correlated

This variable is highly correlated with PLAN_FAMILY_07 and should be ignored for analysis

Correlation	0.9173916105

PLAN_TYPE_06
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50550
1	1189

Toggle details

Value	Count	Frequency (%)
0	50550	97.7%
1	1189	2.3%

PLAN_TYPE_07
Highly correlated

This variable is highly correlated with PLAN_FAMILY_14 and should be ignored for analysis

Correlation	1

POL_COV_TERM
Numeric

Distinct count	94
Unique (%)	0.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	19.2259804
Minimum	0
Maximum	100
Zeros (%)	29.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	20
Q3	25
95-th percentile	62
Maximum	100
Range	100
Interquartile range	25

Descriptive statistics

Standard deviation	18.63247068
Coef of variation	0.9691298071
Kurtosis	1.699903182
Mean	19.2259804
MAD	13.30823946
Skewness	1.278426865
Sum	994733
Variance	347.1689636
Memory size	404.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 2.5 9. 10.5 12.5 ... 75.5 77.5 81.5 84.5 100. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	15185	29.3%
20	11751	22.7%
15	4609	8.9%
10	2427	4.7%
25	1735	3.4%
22	1435	2.8%
40	1405	2.7%
16	1324	2.6%
35	979	1.9%
30	697	1.3%
Other values (84)	10192	19.7%

Minimum 5 values

Value	Count	Frequency (%)
0	15185	29.3%
5	8	< 0.1%
8	1	< 0.1%
10	2427	4.7%
11	277	0.5%

Maximum 5 values

Value	Count	Frequency (%)
100	10	< 0.1%
99	9	< 0.1%
98	6	< 0.1%
97	15	< 0.1%
96	9	< 0.1%

POL_PPT
Numeric

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	264.1892576
Minimum	0
Maximum	999
Zeros (%)	29.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	10
Q3	999
95-th percentile	999
Maximum	999
Range	999
Interquartile range	999

Descriptive statistics

Standard deviation	435.4332141
Coef of variation	1.648186675
Kurtosis	-0.8009575582
Mean	264.1892576
MAD	381.8703732
Skewness	1.094516882
Sum	13668888
Variance	189602.084
Memory size	404.3 KiB

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	15184	29.3%
999	13444	26.0%
10	7349	14.2%
6	5636	10.9%
12	2058	4.0%
8	1991	3.8%
20	1714	3.3%
5	1586	3.1%
15	1048	2.0%
7	701	1.4%
Other values (5)	1028	2.0%

Minimum 5 values

Value	Count	Frequency (%)
0	15184	29.3%
1	140	0.3%
3	18	< 0.1%
5	1586	3.1%
6	5636	10.9%

Maximum 5 values

Value	Count	Frequency (%)
999	13444	26.0%
60	341	0.7%
20	1714	3.3%
18	156	0.3%
15	1048	2.0%

POL_RIDER_COUNT
Numeric

Distinct count	25
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.6829664276
Minimum	0
Maximum	31
Zeros (%)	62.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	3
Maximum	31
Range	31
Interquartile range	1

Descriptive statistics

Standard deviation	1.227816008
Coef of variation	1.797769199
Kurtosis	67.30159999
Mean	0.6829664276
MAD	0.8472432245
Skewness	5.248500953
Sum	35336
Variance	1.507532149
Memory size	404.3 KiB

Histogram with fixed size bins (bins=25)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 6.5 7.5 8.5 18.5 31. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	32092	62.0%
1	10199	19.7%
2	6170	11.9%
3	1947	3.8%
4	998	1.9%
6	133	0.3%
8	62	0.1%
5	27	0.1%
9	14	< 0.1%
7	14	< 0.1%
Other values (15)	83	0.2%

Minimum 5 values

Value	Count	Frequency (%)
0	32092	62.0%
1	10199	19.7%
2	6170	11.9%
3	1947	3.8%
4	998	1.9%

Maximum 5 values

Value	Count	Frequency (%)
31	2	< 0.1%
27	1	< 0.1%
26	2	< 0.1%
24	5	< 0.1%
22	2	< 0.1%

POLICY_CHNL_01
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	39108
1	12631

Toggle details

Value	Count	Frequency (%)
0	39108	75.6%
1	12631	24.4%

POLICY_CHNL_02
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	38721
1	13018

Toggle details

Value	Count	Frequency (%)
0	38721	74.8%
1	13018	25.2%

POLICY_CHNL_03
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51073
1	666

Toggle details

Value	Count	Frequency (%)
0	51073	98.7%
1	666	1.3%

POLICY_CHNL_04
Highly correlated

This variable is highly correlated with PLAN_TYPE_03 and should be ignored for analysis

Correlation	0.9023277115

POLICY_CHNL_05
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	47380
1	4359

Toggle details

Value	Count	Frequency (%)
0	47380	91.6%
1	4359	8.4%

POLICY_CHNL_06
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50232
1	1507

Toggle details

Value	Count	Frequency (%)
0	50232	97.1%
1	1507	2.9%

POS_COUNT
Numeric

Distinct count	14
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1410541371
Minimum	0
Maximum	16
Zeros (%)	89.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	16
Range	16
Interquartile range	0

Descriptive statistics

Standard deviation	0.4813300223
Coef of variation	3.412377915
Kurtosis	89.49223133
Mean	0.1410541371
MAD	0.2515141474
Skewness	6.387368416
Sum	7298
Variance	0.2316785903
Memory size	404.3 KiB

Histogram with fixed size bins (bins=14)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 8.5 16. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	46128	89.2%
1	4487	8.7%
2	804	1.6%
3	198	0.4%
4	75	0.1%
5	22	< 0.1%
6	11	< 0.1%
8	4	< 0.1%
7	4	< 0.1%
9	2	< 0.1%
Other values (4)	4	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	46128	89.2%
1	4487	8.7%
2	804	1.6%
3	198	0.4%
4	75	0.1%

Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
15	1	< 0.1%
13	1	< 0.1%
11	1	< 0.1%
9	2	< 0.1%

POS_SYS_TOUCH_PT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	46128
1	5611

Toggle details

Value	Count	Frequency (%)
0	46128	89.2%
1	5611	10.8%

POS_TKT_LOGGED_DATE1
Categorical

Distinct count	389
Unique (%)	0.8%
Missing (%)	0.0%
Missing (n)	0

0	46128
1/31/2018 0:00	55
11/20/2018 0:00	46
Other values (386)	5510

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	46128	89.2%
1/31/2018 0:00	55	0.1%
11/20/2018 0:00	46	0.1%
2/15/2019 0:00	46	0.1%
8/28/2018 0:00	43	0.1%
3/12/2019 00:00	40	0.1%
2/14/2018 0:00	40	0.1%
9/28/2018 0:00	38	0.1%
8/21/2018 0:00	37	0.1%
2/26/2019 0:00	37	0.1%
Other values (379)	5229	10.1%

Max length	16
Mean length	2.44049943
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

POS_VINTAGE_SCORE
Numeric

Distinct count	16
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.103732194
Minimum	0
Maximum	15
Zeros (%)	89.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	12
Maximum	15
Range	15
Interquartile range	0

Descriptive statistics

Standard deviation	3.523802501
Coef of variation	3.192624551
Kurtosis	8.451504601
Mean	1.103732194
MAD	1.976234505
Skewness	3.145960195
Sum	57106
Variance	12.41718407
Memory size	404.3 KiB

Histogram with fixed size bins (bins=16)

Histogram with variable size bins (bins=[ 0. 0.5 7.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	46302	89.5%
15	1521	2.9%
14	541	1.0%
13	360	0.7%
11	343	0.7%
10	338	0.7%
12	329	0.6%
8	311	0.6%
9	303	0.6%
7	229	0.4%
Other values (6)	1162	2.2%

Minimum 5 values

Value	Count	Frequency (%)
0	46302	89.5%
1	185	0.4%
2	205	0.4%
3	177	0.3%
4	181	0.3%

Maximum 5 values

Value	Count	Frequency (%)
15	1521	2.9%
14	541	1.0%
13	360	0.7%
12	329	0.6%
11	343	0.7%

REN_COUNT
Numeric

Distinct count	18
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3898606467
Minimum	0
Maximum	23
Zeros (%)	82.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	3
Maximum	23
Range	23
Interquartile range	0

Descriptive statistics

Standard deviation	1.036213898
Coef of variation	2.657908426
Kurtosis	25.50924904
Mean	0.3898606467
MAD	0.6394019026
Skewness	3.956195466
Sum	20171
Variance	1.073739242
Memory size	404.3 KiB

Histogram with fixed size bins (bins=18)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 6.5 7.5 11.5 15.5 23. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	42428	82.0%
1	3814	7.4%
2	2634	5.1%
3	1535	3.0%
4	745	1.4%
5	365	0.7%
6	93	0.2%
7	51	0.1%
8	19	< 0.1%
9	15	< 0.1%
Other values (8)	40	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	42428	82.0%
1	3814	7.4%
2	2634	5.1%
3	1535	3.0%
4	745	1.4%

Maximum 5 values

Value	Count	Frequency (%)
23	1	< 0.1%
16	1	< 0.1%
15	3	< 0.1%
14	3	< 0.1%
13	3	< 0.1%

REN_SYS_TOUCH_PT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	42428
1	9311

Toggle details

Value	Count	Frequency (%)
0	42428	82.0%
1	9311	18.0%

REN_TKT_LOGGED_DATE1
Categorical

Distinct count	390
Unique (%)	0.8%
Missing (%)	0.0%
Missing (n)	0

0	42428
3/14/2019 0:00	82
3/20/2018 0:00	68
Other values (387)	9161

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	42428	82.0%
3/14/2019 0:00	82	0.2%
3/20/2018 0:00	68	0.1%
3/19/2018 0:00	53	0.1%
3/12/2018 00:00	51	0.1%
1/14/2019 0:00	50	0.1%
4/5/2018 00:00	49	0.1%
3/18/2018 0:00	49	0.1%
12/28/2018 0:00	48	0.1%
1/9/2018 00:00	48	0.1%
Other values (380)	8813	17.0%

Max length	16
Mean length	3.384100968
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

REN_VINTAGE_SCORE
Highly correlated

This variable is highly correlated with REN_SYS_TOUCH_PT and should be ignored for analysis

Correlation	0.9115846582

SCP_EML_SCP_EM_1
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	47870
1	3534
2	315

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	47870	92.5%
1	3534	6.8%
2	315	0.6%
3	20	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_10
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51424
1	305
2	10

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51424	99.4%
1	305	0.6%
2	10	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_13
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50957
1	780
2	2

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	50957	98.5%
1	780	1.5%
2	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_14
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51611
1	124
2	4

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51611	99.8%
1	124	0.2%
2	4	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_15
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51581
1	158

Toggle details

Value	Count	Frequency (%)
0	51581	99.7%
1	158	0.3%

SCP_EML_SCP_EM_16
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51617
1	121
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51617	99.8%
1	121	0.2%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_17
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51617
1	122

Toggle details

Value	Count	Frequency (%)
0	51617	99.8%
1	122	0.2%

SCP_EML_SCP_EM_18
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51283
1	446
2	10

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51283	99.1%
1	446	0.9%
2	10	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_19
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51028
1	645
2	64

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51028	98.6%
1	645	1.2%
2	64	0.1%
3	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_2
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	48051
1	3586
2	102

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	48051	92.9%
1	3586	6.9%
2	102	0.2%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_3
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	49573
1	2059
2	106

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	49573	95.8%
1	2059	4.0%
2	106	0.2%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_4
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50769
1	916
2	54

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	50769	98.1%
1	916	1.8%
2	54	0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_5
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50880
1	816
2	39

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	50880	98.3%
1	816	1.6%
2	39	0.1%
3	4	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_6
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50658
1	1045
2	36

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	50658	97.9%
1	1045	2.0%
2	36	0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_7
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51232
1	505
2	2

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51232	99.0%
1	505	1.0%
2	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_8
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	50776
1	934
2	29

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	50776	98.1%
1	934	1.8%
2	29	0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EM_9
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51223
1	497
2	18

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51223	99.0%
1	497	1.0%
2	18	< 0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_EML_SCP_EML_OTHERS
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.140976826
Minimum	0
Maximum	5
Zeros (%)	88.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.4237369904
Coef of variation	3.005720887
Kurtosis	17.64244909
Mean	0.140976826
MAD	0.2488695062
Skewness	3.680699936
Sum	7294
Variance	0.1795530371
Memory size	404.3 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	45668	88.3%
1	5070	9.8%
2	836	1.6%
3	118	0.2%
4	37	0.1%
5	10	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	45668	88.3%
1	5070	9.8%
2	836	1.6%
3	118	0.2%
4	37	0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	10	< 0.1%
4	37	0.1%
3	118	0.2%
2	836	1.6%
1	5070	9.8%

SCP_EML_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	35652
1	16087

Toggle details

Value	Count	Frequency (%)
0	35652	68.9%
1	16087	31.1%

SCP_SMS_AGENT_-_OTHER
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.002802528074
Minimum	0
Maximum	4
Zeros (%)	99.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.07622283027
Coef of variation	27.19788286
Kurtosis	914.1436162
Mean	0.002802528074
MAD	0.005597039484
Skewness	29.00202748
Sum	145
Variance	0.005809919854
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51665	99.9%
2	63	0.1%
1	8	< 0.1%
4	2	< 0.1%
3	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51665	99.9%
1	8	< 0.1%
2	63	0.1%
3	1	< 0.1%
4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	2	< 0.1%
3	1	< 0.1%
2	63	0.1%
1	8	< 0.1%
0	51665	99.9%

SCP_SMS_CUSTOMER_AWARENESS
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51406
1	320
2	13

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51406	99.4%
1	320	0.6%
2	13	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_SMS_LAPSATION_&_REVIVAL
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02141518004
Minimum	0
Maximum	4
Zeros (%)	98.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.1516764959
Coef of variation	7.082662655
Kurtosis	67.58384427
Mean	0.02141518004
MAD	0.04195370318
Skewness	7.638771988
Sum	1108
Variance	0.02300575941
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50680	98.0%
1	1013	2.0%
2	44	0.1%
4	1	< 0.1%
3	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50680	98.0%
1	1013	2.0%
2	44	0.1%
3	1	< 0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
3	1	< 0.1%
2	44	0.1%
1	1013	2.0%
0	50680	98.0%

SCP_SMS_MOBILE_NUMBER_LINK
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51687
1	52

Toggle details

Value	Count	Frequency (%)
0	51687	99.9%
1	52	0.1%

SCP_SMS_PAYMENT
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51695
1	43
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51695	99.9%
1	43	0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_SMS_PAYMENT_MODE
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1664894954
Minimum	0
Maximum	12
Zeros (%)	88.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	12
Range	12
Interquartile range	0

Descriptive statistics

Standard deviation	0.6491751232
Coef of variation	3.899195693
Kurtosis	94.3362241
Mean	0.1664894954
MAD	0.2959734592
Skewness	8.052499865
Sum	8614
Variance	0.4214283406
Memory size	404.3 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 9. 12. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	45989	88.9%
1	4345	8.4%
2	991	1.9%
4	149	0.3%
6	73	0.1%
8	71	0.1%
3	71	0.1%
10	29	0.1%
12	11	< 0.1%
5	10	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	45989	88.9%
1	4345	8.4%
2	991	1.9%
3	71	0.1%
4	149	0.3%

Maximum 5 values

Value	Count	Frequency (%)
12	11	< 0.1%
10	29	0.1%
8	71	0.1%
6	73	0.1%
5	10	< 0.1%

SCP_SMS_POS
Constant

This variable is constant and should be ignored for analysis

Constant value	0

SCP_SMS_PREMIUM_PAYMENT
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1776029687
Minimum	0
Maximum	8
Zeros (%)	86.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	8
Range	8
Interquartile range	0

Descriptive statistics

Standard deviation	0.497762715
Coef of variation	2.802671141
Kurtosis	13.88194025
Mean	0.1776029687
MAD	0.3076085204
Skewness	3.311780928
Sum	9189
Variance	0.2477677204
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	44806	86.6%
1	4918	9.5%
2	1884	3.6%
4	86	0.2%
3	36	0.1%
5	5	< 0.1%
6	3	< 0.1%
8	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	44806	86.6%
1	4918	9.5%
2	1884	3.6%
3	36	0.1%
4	86	0.2%

Maximum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
6	3	< 0.1%
5	5	< 0.1%
4	86	0.2%
3	36	0.1%

SCP_SMS_PROPOSAL
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.08583467017
Minimum	0
Maximum	4
Zeros (%)	94.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.3746945418
Coef of variation	4.365305314
Kurtosis	20.54305393
Mean	0.08583467017
MAD	0.1621069012
Skewness	4.565623941
Sum	4441
Variance	0.1403959996
Memory size	404.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	48857	94.4%
2	1482	2.9%
1	1363	2.6%
3	34	0.1%
4	3	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	48857	94.4%
1	1363	2.6%
2	1482	2.9%
3	34	0.1%
4	3	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	3	< 0.1%
3	34	0.1%
2	1482	2.9%
1	1363	2.6%
0	48857	94.4%

SCP_SMS_RENEWAL
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.03960262085
Minimum	0
Maximum	7
Zeros (%)	97.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range	0

Descriptive statistics

Standard deviation	0.2715758013
Coef of variation	6.857520929
Kurtosis	103.0957719
Mean	0.03960262085
MAD	0.07709418372
Skewness	8.976984809
Sum	2049
Variance	0.07375341586
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50360	97.3%
1	883	1.7%
2	381	0.7%
3	72	0.1%
4	31	0.1%
5	9	< 0.1%
6	2	< 0.1%
7	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50360	97.3%
1	883	1.7%
2	381	0.7%
3	72	0.1%
4	31	0.1%

Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
6	2	< 0.1%
5	9	< 0.1%
4	31	0.1%
3	72	0.1%

SCP_SMS_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	35019
1	16720

Toggle details

Value	Count	Frequency (%)
0	35019	67.7%
1	16720	32.3%

SCP_SMS_TERMINATION
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51626
1	101
2	11

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51626	99.8%
1	101	0.2%
2	11	< 0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

SCP_SMS_WEBSITE_MESSAGE
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51658
1	81

Toggle details

Value	Count	Frequency (%)
0	51658	99.8%
1	81	0.2%

TICKET_DATE
Categorical

Distinct count	404
Unique (%)	0.8%
Missing (%)	0.0%
Missing (n)	0

1/29/2018 0:00	215
3/7/2018 00:00	208
1/22/2018 0:00	203
Other values (401)	51113

Toggle details

Common values
Composition

Value	Count	Frequency (%)
1/29/2018 0:00	215	0.4%
3/7/2018 00:00	208	0.4%
1/22/2018 0:00	203	0.4%
1/10/2018 00:00	203	0.4%
2/26/2018 0:00	202	0.4%
1/25/2018 0:00	202	0.4%
7/9/2018 00:00	202	0.4%
1/30/2018 0:00	200	0.4%
1/2/2018 00:00	200	0.4%
1/8/2019 00:00	199	0.4%
Other values (394)	49705	96.1%

Max length	16
Mean length	14.26726454
Min length	14
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

TICKET_DATE_15D
Categorical

Distinct count	404
Unique (%)	0.8%
Missing (%)	0.0%
Missing (n)	0

1/14/2018 0:00	215
2/20/2018 0:00	208
1/7/2018 00:00	203
Other values (401)	51113

Toggle details

Common values
Composition

Value	Count	Frequency (%)
1/14/2018 0:00	215	0.4%
2/20/2018 0:00	208	0.4%
1/7/2018 00:00	203	0.4%
12/26/2017 0:00	203	0.4%
2/11/2018 00:00	202	0.4%
1/10/2018 00:00	202	0.4%
6/24/2018 0:00	202	0.4%
1/15/2018 0:00	200	0.4%
12/18/2017 0:00	200	0.4%
12/24/2018 0:00	199	0.4%
Other values (394)	49705	96.1%

Max length	16
Mean length	14.31179574
Min length	14
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

TKT_LOGGED_DATE
Categorical

Distinct count	51631
Unique (%)	99.8%
Missing (%)	0.0%
Missing (n)	0

20SEP2018:10:15:22	2
04JAN2018:06:45:13	2
14MAR2019:08:12:53	2
Other values (51628)	51733

Toggle details

Common values
Composition

Value	Count	Frequency (%)
20SEP2018:10:15:22	2	< 0.1%
04JAN2018:06:45:13	2	< 0.1%
14MAR2019:08:12:53	2	< 0.1%
18AUG2018:08:55:03	2	< 0.1%
28JUL2018:10:51:44	2	< 0.1%
15MAR2019:05:18:13	2	< 0.1%
17MAR2018:09:27:13	2	< 0.1%
22MAR2018:07:56:43	2	< 0.1%
03SEP2018:08:28:34	2	< 0.1%
29OCT2018:05:07:35	2	< 0.1%
Other values (51621)	51719	> 99.9%

Max length	18
Mean length	18
Min length	18
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

TKT_LOGGED_DATE1
Categorical

Distinct count	45386
Unique (%)	87.7%
Missing (%)	0.0%
Missing (n)	0

2/26/2019 7:02	5
10/17/2018 5:28	5
3/19/2019 12:22	5
Other values (45383)	51724

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2/26/2019 7:02	5	< 0.1%
10/17/2018 5:28	5	< 0.1%
3/19/2019 12:22	5	< 0.1%
8/8/2018 06:27	5	< 0.1%
4/5/2018 06:44	5	< 0.1%
7/16/2018 9:20	5	< 0.1%
1/20/2018 5:51	5	< 0.1%
2/1/2018 05:52	5	< 0.1%
7/9/2018 08:17	4	< 0.1%
4/27/2018 6:02	4	< 0.1%
Other values (45376)	51691	99.9%

Max length	16
Mean length	14.44075069
Min length	14
Contains chars	False
Contains digits	True
Contains spaces	True
Contains non-words	True

UNO_CS_COMM_COUNT
Highly correlated

This variable is highly correlated with DELIVERY_STATUS and should be ignored for analysis

Correlation	0.9563908587

UNO_CS_COMM_SYS
Highly correlated

This variable is highly correlated with COMM_VINTAGE_SCORE and should be ignored for analysis

Correlation	0.9118394033

UNO_EML_ACCOUNT_VALUE/_SURRENDER_VALUE
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51678
1	60
3	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51678	99.9%
1	60	0.1%
3	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_BONUS_INQUIRY
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51687
1	50
3	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51687	99.9%
1	50	0.1%
3	1	< 0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_CAMPAIGN_RELATED_INFORMATION
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.003421017028
Minimum	0
Maximum	5
Zeros (%)	99.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.07039624874
Coef of variation	20.57757917
Kurtosis	1270.305004
Mean	0.003421017028
MAD	0.006822065615
Skewness	29.60723533
Sum	177
Variance	0.004955631837
Memory size	404.3 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51588	99.7%
1	134	0.3%
2	12	< 0.1%
4	2	< 0.1%
3	2	< 0.1%
5	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51588	99.7%
1	134	0.3%
2	12	< 0.1%
3	2	< 0.1%
4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
4	2	< 0.1%
3	2	< 0.1%
2	12	< 0.1%
1	134	0.3%

UNO_EML_DOCUMENTATION_REQUIREMENT_FOR_POS_CHANGES
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51684
1	53
3	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51684	99.9%
1	53	0.1%
3	1	< 0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_DUE_DATE/_AMOUNT
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51599
1	135
2	5

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51599	99.7%
1	135	0.3%
2	5	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_ECS_/_CREDIT_CARD_INQUIRY
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51711
1	27
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51711	99.9%
1	27	0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_ECS_DEBIT_INCORRECT_/_NOT_DONE
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51706
1	32
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51706	99.9%
1	32	0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_FOLLOW_UP_-_STATUS_OF_PROPOSAL
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51693
1	44
2	2

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51693	99.9%
1	44	0.1%
2	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_KYC_DOCUMENT_STATUS
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51692
1	45
2	2

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51692	99.9%
1	45	0.1%
2	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_MISS-SELLING_/_FRAUD_BY_AGENT
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51723
1	14
3	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51723	> 99.9%
1	14	< 0.1%
3	1	< 0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_OTHERS
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.04122615435
Minimum	0
Maximum	7
Zeros (%)	97.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range	0

Descriptive statistics

Standard deviation	0.2671705809
Coef of variation	6.480608854
Kurtosis	108.1798278
Mean	0.04122615435
MAD	0.07997582312
Skewness	8.913708665
Sum	2133
Variance	0.07138011931
Memory size	404.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	50185	97.0%
1	1140	2.2%
2	302	0.6%
3	77	0.1%
4	24	< 0.1%
5	6	< 0.1%
6	3	< 0.1%
7	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	50185	97.0%
1	1140	2.2%
2	302	0.6%
3	77	0.1%
4	24	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7	2	< 0.1%
6	3	< 0.1%
5	6	< 0.1%
4	24	< 0.1%
3	77	0.1%

UNO_EML_PERSONAL_UPDATE
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51706
1	31
2	2

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51706	99.9%
1	31	0.1%
2	2	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_POLICY_BENEFITS_/_DEATH_BENEFIT
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51674
1	64
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51674	99.9%
1	64	0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_POLICY_SERVICING_-_CLARIFICATION/_FOLLOW_UP
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.007151278533
Minimum	0
Maximum	5
Zeros (%)	99.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.09645560879
Coef of variation	13.48788309
Kurtosis	557.678325
Mean	0.007151278533
MAD	0.01421050365
Skewness	18.98991265
Sum	370
Variance	0.009303684467
Memory size	404.3 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51406	99.4%
1	308	0.6%
2	19	< 0.1%
5	2	< 0.1%
4	2	< 0.1%
3	2	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51406	99.4%
1	308	0.6%
2	19	< 0.1%
3	2	< 0.1%
4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	2	< 0.1%
4	2	< 0.1%
3	2	< 0.1%
2	19	< 0.1%
1	308	0.6%

UNO_EML_POLICY_STATUS_-_ACTIVE_/_LAPSE
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01107481784
Minimum	0
Maximum	5
Zeros (%)	99.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.1237761714
Coef of variation	11.17636183
Kurtosis	267.163646
Mean	0.01107481784
MAD	0.02194243368
Skewness	14.25567369
Sum	573
Variance	0.0153205406
Memory size	404.3 KiB

Histogram with fixed size bins (bins=6)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	51255	99.1%
1	415	0.8%
2	52	0.1%
3	15	< 0.1%
5	1	< 0.1%
4	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	51255	99.1%
1	415	0.8%
2	52	0.1%
3	15	< 0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	1	< 0.1%
4	1	< 0.1%
3	15	< 0.1%
2	52	0.1%
1	415	0.8%

UNO_EML_POS_REQUEST_DELAY_/_ERROR
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51711
1	25
2	3

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51711	99.9%
1	25	< 0.1%
2	3	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_PROCESSING_DELAY_/_ERROR
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51638
1	90
2	10

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51638	99.8%
1	90	0.2%
2	10	< 0.1%
4	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

UNO_EML_SYS
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	49007
1	2732

Toggle details

Value	Count	Frequency (%)
0	49007	94.7%
1	2732	5.3%

UNO_EML_THIRD_PARTY_VERIFICATION
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	51713
1	25
2	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	51713	99.9%
1	25	< 0.1%
2	1	< 0.1%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

Count
Matrix

First rows

	CLEAN_INTENT	CLI_EDUCATION_CAT_02	CLI_EDUCATION_CAT_03	CLI_EDUCATION_CAT_04	CLI_HNI_IND_N	CLI_HNI_IND_Y	CLI_OCCUPATION_CAT_02	CLI_OCCUPATION_CAT_04	CLI_OCCUPATION_CAT_08	CLI_SNGL_MLTPL_PLCYHLDR_FLG_MULTIPLE	CLI_SNGL_MLTPL_PLCYHLDR_FLG_SINGLE	COMM_TKT_DT	COMM_VINTAGE_SCORE	DELIVERY_STATUS	DUE_DATE_PAID	DUE_DATE_SYS	DUE_STS_SYS	DUE_VINTAGE_SCORE	ECS_FLAG_No	ECS_FLAG_Yes	HELP_LINE_POLICYSTATUS-ACTIVE/LAPSE	HELP_LINE_POSREQUESTSTATUSREQUIRED	HELP_LINE_PROBABLESURRENDER	HELP_LINE_STATUSOFTHEPROPOSAL	HELP_LINE_SYS	INCOME_BUK_01	INCOME_BUK_02	ind_surr	IVR_OTHERS	IVR_SYS	Lock_in_ind	mapped_pol_id	MON_CLEARANCE_COUNT	MON_CLR_CHQ_VINTAGE_SCORE	MON_TKT_CLEARNACE_DATE	MY_MON_CLR_SYS	new_policy	PLAN_CAT_03	PLAN_CAT_04	PLAN_FAMILY_01	PLAN_FAMILY_03	PLAN_FAMILY_05	PLAN_FAMILY_15	PLAN_FAMILY_16	PLAN_TYPE_01	PLAN_TYPE_04	POL_COV_TERM	POL_PPT	POL_RIDER_COUNT	POLICY_CHNL_02	POLICY_CHNL_05	POS_COUNT	POS_SYS_TOUCH_PT	POS_TKT_LOGGED_DATE1	POS_VINTAGE_SCORE	REN_COUNT	REN_SYS_TOUCH_PT	REN_TKT_LOGGED_DATE1	REN_VINTAGE_SCORE	SCP_EML_SCP_EML_OTHERS	SCP_EML_SYS	SCP_SMS_PROPOSAL	SCP_SMS_RENEWAL	SCP_SMS_SYS	TICKET_DATE	TICKET_DATE_15D	TKT_LOGGED_DATE	TKT_LOGGED_DATE1	UNO_CS_COMM_COUNT	UNO_CS_COMM_SYS
0	DUEDATE/AMOUNT	0	0	1	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	ZTAEBFBFOOVMWLAEOO	0	0	0	0	0	1	0	0	1	0	0	0	1	0	90	999	0	1	0	0	0	0	0	3	1	6/12/2018 00:00	14	0	0	0	0	0	6/13/2018 0:00	5/29/2018 0:00	13JUN2018:07:33:02	6/13/2018 7:33	0	0
1	PROBABLESURRENDER	1	0	0	1	0	0	0	1	0	1	6/9/2018 00:00	13	6	0	0	0	0	1	0	1	1	0	0	1	1	0	1	0	0	0	WLCGBFZTWLXRZTVMOO	0	0	0	0	0	1	0	0	0	0	0	1	1	0	16	999	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6/11/2018 00:00	5/27/2018 0:00	11JUN2018:11:23:47	6/11/2018 11:23	6	1
2	PAYMENTPROCEDURE/ONLINEPAYMENTPROCEDURE	0	0	1	1	0	1	0	0	0	1	0	0	0	4/19/2018 0:00	1	1	13	1	0	0	0	0	0	0	1	0	0	0	0	0	CGAEVMBFXRVMOOAEZT	0	0	0	0	0	0	1	0	0	0	1	0	1	0	20	999	3	0	1	0	0	0	0	1	1	4/13/2018 0:00	7	1	1	0	2	1	4/21/2018 0:00	4/6/2018 00:00	21APR2018:05:00:31	4/21/2018 5:00	0	0
3	PROBABLESURRENDER	0	0	0	0	0	0	0	0	0	0	0	0	0	3/27/2019 0:00	1	1	12	0	0	0	0	0	0	0	0	0	0	0	0	0	XRZTAEVMWLZTXRDKXR	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3/30/2019 0:00	3/15/2019 0:00	30MAR2019:10:24:12	3/30/2019 10:24	0	0
4	POLICYSTATUS-ACTIVE/LAPSE	1	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	BFDKCGXRYSAEBFCGXR	0	0	0	0	0	1	0	1	0	0	0	0	1	0	20	10	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	11/13/2018 0:00	10/29/2018 0:00	13NOV2018:05:42:28	11/13/2018 5:42	0	0
5	DUEDATE/AMOUNT	0	1	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	XRWLWLBFDKCGYSVMZT	0	0	0	0	0	1	0	1	0	0	0	0	1	0	20	6	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	6/12/2018 00:00	5/28/2018 0:00	12JUN2018:04:26:03	6/12/2018 04:26	0	0
6	BONUSINQUIRY	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	ZTAEZTVMDKAEXRXRWL	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2/9/2018 00:00	1/25/2018 0:00	09FEB2018:12:27:05	2/9/2018 12:27	0	0
7	POSREQUESTSTATUSREQUIRED	0	0	1	1	0	1	0	0	0	1	11/14/2018 0:00	10	2	0	0	0	0	1	0	0	0	1	0	1	1	0	0	0	0	0	DKDKVMWLAEXRYSVMDK	0	0	0	0	0	0	1	0	0	0	0	1	1	0	10	999	3	1	0	1	1	11/13/2018 0:00	9	0	0	0	0	0	0	0	0	0	11/19/2018 0:00	11/4/2018 00:00	19NOV2018:06:59:53	11/19/2018 6:59	2	1
8	DUEDATE/AMOUNT	0	0	0	0	0	0	0	0	0	0	5/12/2018 00:00	5	2	5/11/2018 00:00	1	1	4	0	0	0	0	0	1	1	0	0	0	2	1	1	XRAEZTOOOOOOWLVMZT	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	5/17/2018 0:00	10	0	0	0	0	2	1	1	0	1	5/22/2018 0:00	5/7/2018 00:00	22MAY2018:10:15:01	5/22/2018 10:15	3	1
9	PREMIUMRECEIPTREQUEST	0	1	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	DKOOZTCGDKBFCGCGDK	1	2	10/10/2018 00:00	1	0	0	1	0	0	1	0	0	0	1	20	999	2	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	10/23/2018 0:00	10/8/2018 00:00	23OCT2018:06:58:52	10/23/2018 6:58	0	0

Last rows

	CLEAN_INTENT	CLI_EDUCATION_CAT_03	CLI_EDUCATION_CAT_04	CLI_HNI_IND_L	CLI_HNI_IND_N	CLI_HNI_IND_Y	CLI_OCCUPATION_CAT_02	CLI_OCCUPATION_CAT_04	CLI_SNGL_MLTPL_PLCYHLDR_FLG_MULTIPLE	CLI_SNGL_MLTPL_PLCYHLDR_FLG_SINGLE	COMM_TKT_DT	COMM_VINTAGE_SCORE	DELIVERY_STATUS	DUE_DATE_PAID	DUE_DATE_SYS	DUE_STS_SYS	DUE_VINTAGE_SCORE	ECS_FLAG_No	ECS_FLAG_Yes	HELP_LINE_DUEDATE/AMOUNT	HELP_LINE_SYS	INCOME_BUK_01	INCOME_BUK_02	INCOME_BUK_03	INCOME_BUK_05	ind_surr	Lock_in_ind	mapped_pol_id	MEGA_MEGA_OTHERS	MEGA_SCP_MG_3	MEGA_SYS	MON_CLEARANCE_COUNT	MON_CLR_CHQ_VINTAGE_SCORE	MON_TKT_CLEARNACE_DATE	MY_MON_CLR_SYS	new_policy	PLAN_CAT_03	PLAN_CAT_04	PLAN_FAMILY_01	PLAN_FAMILY_03	PLAN_FAMILY_05	PLAN_FAMILY_06	PLAN_FAMILY_16	PLAN_TYPE_01	PLAN_TYPE_04	PLAN_TYPE_06	POL_COV_TERM	POL_PPT	POL_RIDER_COUNT	POLICY_CHNL_01	POLICY_CHNL_02	POLICY_CHNL_06	POS_COUNT	POS_SYS_TOUCH_PT	POS_TKT_LOGGED_DATE1	POS_VINTAGE_SCORE	REN_COUNT	REN_SYS_TOUCH_PT	REN_TKT_LOGGED_DATE1	REN_VINTAGE_SCORE	SCP_EML_SCP_EM_2	SCP_EML_SCP_EM_3	SCP_EML_SYS	SCP_SMS_AGENT_-_OTHER	SCP_SMS_PAYMENT_MODE	SCP_SMS_PROPOSAL	SCP_SMS_RENEWAL	SCP_SMS_SYS	TICKET_DATE	TICKET_DATE_15D	TKT_LOGGED_DATE	TKT_LOGGED_DATE1	UNO_CS_COMM_COUNT	UNO_CS_COMM_SYS
51729	BONUSINQUIRY	0	1	0	1	0	1	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	BFCGVMDKYSVMBFOOCG	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	77	999	1	0	1	0	1	1	1/18/2018 0:00	14	0	0	0	0	0	0	0	0	0	0	0	0	1/19/2018 0:00	1/4/2018 00:00	19JAN2018:03:46:51	1/19/2018 3:46	0	0
51730	STATUSOFTHEPROPOSAL	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	XRYSBFDKWLVMYSCGCG	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	9/19/2018 0:00	9/4/2018 00:00	19SEP2018:10:59:42	9/19/2018 10:59	0	0
51731	PREMIUMRECEIPTREQUEST	0	1	1	0	0	1	0	0	1	10/27/2018 0:00	6	1	10/31/2018 0:00	1	1	10	1	0	1	1	1	0	0	0	0	0	WLOOWLWLCGWLXRBFXR	0	0	0	1	8	10/29/2018 0:00	1	0	1	0	0	1	0	0	0	1	0	0	70	999	1	0	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	11/5/2018 00:00	10/21/2018 0:00	05NOV2018:05:20:43	11/5/2018 05:20	1	1
51732	ECS/CREDITCARDINQUIRY	1	0	0	1	0	0	1	0	1	5/7/2018 00:00	12	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	YSOOXRAEOOBFZTZTCG	0	1	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	10	5	3	0	0	1	0	0	0	0	5	1	5/10/2018 00:00	15	0	0	0	0	0	0	2	1	5/10/2018 00:00	4/25/2018 0:00	10MAY2018:08:17:57	5/10/2018 08:17	2	1
51733	ACCOUNTVALUE/SURRENDERVALUE	1	0	0	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	DKOOOOOOVMYSBFYSCG	1	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	15	7	2	1	0	0	1	1	6/22/2018 0:00	5	0	0	0	0	0	0	0	0	0	0	0	0	7/2/2018 00:00	6/17/2018 0:00	02JUL2018:06:19:19	7/2/2018 06:19	0	0
51734	PREMIUMPAYMENT/CHEQUERECEIVEDENQUIRY	1	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	DKDKDKWLVMYSYSDKWL	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	1	0	19	5	2	1	0	0	0	0	0	0	2	1	6/19/2018 0:00	12	0	0	0	0	0	0	1	1	6/22/2018 0:00	6/7/2018 00:00	22JUN2018:03:57:47	6/22/2018 3:57	0	0
51735	DUEDATE/AMOUNT	1	0	0	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	DKOOAEAEOOYSVMXRBF	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	20	999	4	1	0	0	1	1	1/15/2019 0:00	14	0	0	0	0	0	0	0	0	1	0	0	1	1/16/2019 0:00	1/1/2019 00:00	16JAN2019:10:14:33	1/16/2019 10:14	0	0
51736	ACCOUNTVALUE/SURRENDERVALUE	1	0	0	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	BFXRXRWLVMXRWLVMWL	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	25	12	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	10/31/2018 0:00	10/16/2018 0:00	31OCT2018:06:32:50	10/31/2018 6:32	0	0
51737	STATUSOFTHEPROPOSAL	0	0	0	0	0	0	0	0	0	11/26/2018 0:00	14	3	11/13/2018 0:00	1	1	1	0	0	0	0	0	0	0	0	0	1	XRZTOOAEAEYSWLDKXR	0	0	0	1	15	11/27/2018 0:00	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	2	0	1	11/27/2018 0:00	11/12/2018 00:00	27NOV2018:07:55:35	11/27/2018 7:55	8	1
51738	ACCOUNTVALUE/SURRENDERVALUE	1	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	WLWLXROOWLYSVMBFAE	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	20	6	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	7/2/2018 00:00	6/17/2018 0:00	02JUL2018:05:23:38	7/2/2018 05:23	0	0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows